Mining tag similarity in folksonomies

International Conference on Information and Knowledge Management, Proceedings

Volumn , Issue , 2011, Pages 53-60

  Solskinnsbakk, Geir ^a   Gulla, Jon Atle ^a  

^a NORWEGIAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Norway)

Author keywords

base tags; tag signatures; tag similarity

Indexed keywords

BASE TAGS; CONCEPT EXTRACTION; DATA SETS; FOLKSONOMIES; HIGH QUALITY; LEVENSHTEIN DISTANCE; LINGUISTIC RESOURCES; RESEARCH OBJECT; SEMANTIC SIMILARITY; SEMANTIC SIMILARITY MEASURES; TAG SIGNATURES; TAG SIMILARITY;

KNOWLEDGE MANAGEMENT; LINGUISTICS; SYNTACTICS;

SEMANTICS;

EID: 83255165397     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2065023.2065037     Document Type: Conference Paper

References (22)

1. S. Angeletou, M. Sabou, and E. Motta. Semantically enriching folksonomies with flor. In Proceedings of the CISWeb Workshop, located at the 5th European Semantic Web Conference ESWC 2008, 2008.
2. J. Artiles and S. Sekine. Tagged and Cleaned Wikipedia. Available from http://nlp.cs.nyu.edu/wikipedia-data/, Accessed December 2009.
3. R. Baeza-Yates and B. Ribeiro-Neto. Modern Information Retrieval. ACM Press, New York, 1999.
4. G. Begelman, P. Keller, and F. Smadja. Automated tag clustering: Improving search and exploration in the tag space. In Collaborative Web Tagging Workshop at WWW2006, Edinburgh, Scotland, 2006.
5. D. Bernhard. Morphonet: Exploring the use of community structure for unsupervised morpheme analysis. In C. Peters, G. Di Nunzio, M. Kurimo, T. Mandl, D. Mostefa, A. Peñas, and G. Roda, editors, Multilingual Information Access Evaluation I. Text Retrieval Experiments, volume 6241 of Lecture Notes in Computer Science, pages 598-608. Springer Berlin / Heidelberg, 2010.
6. S. Brin and L. Page. The anatomy of a large-scale hypertextual web search engine. Computer Networks and ISDN Systems, 30:107-117, April 1998.
7. C. Cattuto, D. Benz, A. Hotho, and G. Stumme. Semantic grounding of tag relatedness in social bookmarking systems. In The Semantic Web - ISWC 2008, volume 5318 of Lecture Notes in Computer Science, pages 615-631. Springer Berlin / Heidelberg, 2008.
8. J.-W. v. Dam, D. Vandic, F. Hogenboom, and F. Frasincar. Searching and browsing tag spaces using the semantic tag clustering search framework. In Proceedings of the 2010 IEEE Fourth International Conference on Semantic Computing, ICSC '10, pages 436-439, Washington, DC, USA, 2010. IEEE Computer Society.
9. F. Echarte, J. Astrain, A. Córdoba, and J. Villadangos. Pattern matching techniques to identify syntactic variations of tags in folksonomies. In Emerging Technologies and Information Systems for the Knowledge Society, volume 5288 of Lecture Notes in Computer Science, pages 557-564. Springer Berlin / Heidelberg, 2008.
10. C. Fellbaum, editor. WordNet: An Electronic Lexical Database. MIT Press, 1998.
11. S. A. Golder and B. A. Huberman. Usage patterns of collaborative tagging systems. Journal of Information Science, 32:198-208, April 2006.
12. P. Heymann, G. Koutrika, and H. Garcia-Molina. Can social bookmarking improve web search? In Proceedings of the international conference on Web search and web data mining, WSDM '08, pages 195-206, New York, NY, USA, 2008. ACM.
13. A. Hotho, R. Jäschke, C. Schmitz, and G. Stumme. Information retrieval in folksonomies: Search and ranking. In The Semantic Web: Research and Applications, volume 4011 of Lecture Notes in Computer Science, pages 411-426, Berlin/Heidelberg, June 2006. Springer.
14. M.-H. Hsu and H.-H. Chen. Tag normalization and prediction for effective social media retrieval. In IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2008. WI-IAT '08., volume 1, pages 770 -774, 2008.
15. D. Laniado, D. Eynard, and M. Colombetti. Using wordnet to turn a folksonomy into a hierarchy of concepts. In Semantic Web Application and Perspectives - Fourth Italian Semantic Web Workshop, pages 192-201, Dec. 2007.
16. H. Lin, J. Davis, and Y. Zhou. An integrated approach to extracting ontological structures from folksonomies. In Proceedings of the 6th European Semantic Web Conference on The Semantic Web: Research and Applications, ESWC 2009 Heraklion, pages 654-668, Berlin, Heidelberg, 2009. Springer-Verlag.
17. F. Moreau, V. Claveau, and P. Sébillot. Automatic morphological query expansion using analogy-based machine learning. In G. Amati, C. Carpineto, and G. Romano, editors, Advances in Information Retrieval, volume 4425 of Lecture Notes in Computer Science, pages 222-233. Springer Berlin / Heidelberg, 2007.
18. M. Porter. An algorithm for suffix stripping. Program, 14(3):130-137, 1980.
19. G. Solskinnsbakk and J. Gulla. A hybrid approach to constructing tag hierarchies. In On the Move to Meaningful Internet Systems, OTM 2010, volume 6427 of Lecture Notes in Computer Science, pages 975-982. Springer Berlin / Heidelberg, 2010.
20. L. Specia and E. Motta. Integrating folksonomies with the semantic web. In The Semantic Web: Research and Applications, volume 4519 of Lecture Notes in Computer Science, pages 624-639. Springer Berlin / Heidelberg, 2007.
21. G. Srinivas, N. Tandon, and V. Varma. A weighted tag similarity measure based on a collaborative weight model. In Proceedings of the 2nd international workshop on Search and mining user-generated contents, SMUC '10, pages 79-86. ACM, 2010.
22. T. V. Wal. Folksonomy coinage and definition. http://vanderwal.net/ folksonomy.html, Accessed February 8. 2011.